Security testing was built for a slower world

Software teams are pushing code into production faster than security testing can keep up. AI is accelerating development cycles and adding pressure to security programs that rely on periodic validation and manual penetration testing. The 2026 State of AI Security Testing report from Aikido Security found that 76% of organizations have had to stop, restrict, or roll back AI-driven behavior in the past 12 months.